Domain-Liftability of Relational Marginal Polytopes

15 Jan 2020Ondrej KuzelkaYuyi Wang

We study computational aspects of relational marginal polytopes which are statistical relational learning counterparts of marginal polytopes, well-known from probabilistic graphical models. Here, given some first-order logic formula, we can define its relational marginal statistic to be the fraction of groundings that make this formula true in a given possible world... (read more)

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